Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 1958 |
| Missing cells | 10323 |
| Missing cells (%) | 29.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 264.0 KiB |
| Average record size in memory | 138.1 B |
Variable types
| NUM | 15 |
|---|---|
| CAT | 2 |
| BOOL | 1 |
country has a high cardinality: 196 distinct values | High cardinality |
production_chickens_tonnes is highly correlated with stocks_chickens_thsdhd and 2 other fields | High correlation |
stocks_chickens_thsdhd is highly correlated with production_chickens_tonnes and 2 other fields | High correlation |
slaughtered_chickens_thsdhd is highly correlated with stocks_chickens_thsdhd and 2 other fields | High correlation |
stocks_chickens_thsdhd_lag is highly correlated with stocks_chickens_thsdhd and 2 other fields | High correlation |
producerprice_chickens_live_lcupertonne is highly correlated with producerprice_chickens_carcass_lcupertonne and 2 other fields | High correlation |
producerprice_chickens_carcass_lcupertonne is highly correlated with producerprice_chickens_live_lcupertonne and 2 other fields | High correlation |
producerprice_chickens_carcass_slcpertonne is highly correlated with producerprice_chickens_carcass_lcupertonne and 2 other fields | High correlation |
producerprice_chickens_live_slcpertonne is highly correlated with producerprice_chickens_carcass_lcupertonne and 2 other fields | High correlation |
stocks_chickens_thsdhd has 35 (1.8%) missing values | Missing |
stocks_chickens_thsdhd_lag has 214 (10.9%) missing values | Missing |
stockschange_chickens_thsdhd has 232 (11.8%) missing values | Missing |
producerprice_chickens_carcass_lcupertonne has 1535 (78.4%) missing values | Missing |
producerprice_chickens_live_lcupertonne has 1290 (65.9%) missing values | Missing |
producerprice_chickens_carcass_slcpertonne has 1535 (78.4%) missing values | Missing |
producerprice_chickens_live_slcpertonne has 1290 (65.9%) missing values | Missing |
producerprice_chickens_carcass_usdpertonne has 1540 (78.7%) missing values | Missing |
producerprice_chickens_live_usdpertonne has 1297 (66.2%) missing values | Missing |
producerprice_chickens_carcass_index has 689 (35.2%) missing values | Missing |
producerprice_chickens_live_index has 656 (33.5%) missing values | Missing |
stockschange_chickens_thsdhd is highly skewed (γ1 = 21.45703561) | Skewed |
country is uniformly distributed | Uniform |
stockschange_chickens_thsdhd has 151 (7.7%) zeros | Zeros |
Reproduction
| Analysis started | 2022-04-08 16:38:24.332690 |
|---|---|
| Analysis finished | 2022-04-08 16:39:04.873103 |
| Duration | 40.54 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 196 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.3 KiB |
| Poland | 10 |
|---|---|
| Eswatini | 10 |
| Tonga | 10 |
| Armenia | 10 |
| Mexico | 10 |
| Other values (191) |
| Value | Count | Frequency (%) | |
| Poland | 10 | 0.5% | |
| Eswatini | 10 | 0.5% | |
| Tonga | 10 | 0.5% | |
| Armenia | 10 | 0.5% | |
| Mexico | 10 | 0.5% | |
| Jordan | 10 | 0.5% | |
| Botswana | 10 | 0.5% | |
| United States of America | 10 | 0.5% | |
| Azerbaijan | 10 | 0.5% | |
| Oman | 10 | 0.5% | |
| Other values (186) | 1858 | 94.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 52 |
|---|---|
| Median length | 7.5 |
| Mean length | 10.1195097 |
| Min length | 4 |
year
Real number (ℝ≥0)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2015.504597 |
|---|---|
| Minimum | 2011 |
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.3 KiB |
Quantile statistics
| Minimum | 2011 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2013 |
| median | 2016 |
| Q3 | 2018 |
| 95-th percentile | 2020 |
| Maximum | 2020 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.870876317 |
|---|---|
| Coefficient of variation (CV) | 0.001424395817 |
| Kurtosis | -1.223366815 |
| Mean | 2015.504597 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.0008683544075 |
| Sum | 3946358 |
| Variance | 8.241930828 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2012 | 196 | 10.0% | |
| 2013 | 196 | 10.0% | |
| 2014 | 196 | 10.0% | |
| 2015 | 196 | 10.0% | |
| 2016 | 196 | 10.0% | |
| 2017 | 196 | 10.0% | |
| 2018 | 196 | 10.0% | |
| 2019 | 196 | 10.0% | |
| 2020 | 196 | 10.0% | |
| 2011 | 194 | 9.9% |
| Value | Count | Frequency (%) | |
| 2011 | 194 | 9.9% | |
| 2012 | 196 | 10.0% | |
| 2013 | 196 | 10.0% | |
| 2014 | 196 | 10.0% | |
| 2015 | 196 | 10.0% |
| Value | Count | Frequency (%) | |
| 2020 | 196 | 10.0% | |
| 2019 | 196 | 10.0% | |
| 2018 | 196 | 10.0% | |
| 2017 | 196 | 10.0% | |
| 2016 | 196 | 10.0% |
| Distinct | 1663 |
|---|---|
| Distinct (%) | 86.5% |
| Missing | 35 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 179396.2912 |
|---|---|
| Minimum | 5 |
| Maximum | 9222100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.3 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 191 |
| Q1 | 3600 |
| median | 18198 |
| Q3 | 64486 |
| 95-th percentile | 409150.7 |
| Maximum | 9222100 |
| Range | 9222095 |
| Interquartile range (IQR) | 60886 |
Descriptive statistics
| Standard deviation | 828276.2365 |
|---|---|
| Coefficient of variation (CV) | 4.617019844 |
| Kurtosis | 69.96891515 |
| Mean | 179396.2912 |
| Median Absolute Deviation (MAD) | 17503 |
| Skewness | 7.969929737 |
| Sum | 344979068 |
| Variance | 6.86041524e+11 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 5 | 20 | 1.0% | |
| 200 | 10 | 0.5% | |
| 15000 | 10 | 0.5% | |
| 1000 | 8 | 0.4% | |
| 1300 | 8 | 0.4% | |
| 18 | 7 | 0.4% | |
| 270 | 7 | 0.4% | |
| 34000 | 6 | 0.3% | |
| 250 | 6 | 0.3% | |
| 138000 | 6 | 0.3% | |
| Other values (1653) | 1835 | 93.7% | |
| (Missing) | 35 | 1.8% |
| Value | Count | Frequency (%) | |
| 5 | 20 | 1.0% | |
| 17 | 4 | 0.2% | |
| 18 | 7 | 0.4% | |
| 19 | 5 | 0.3% | |
| 20 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 9222100 | 1 | 0.1% | |
| 9177200 | 1 | 0.1% | |
| 9038300 | 1 | 0.1% | |
| 8913800 | 1 | 0.1% | |
| 8776700 | 1 | 0.1% |
yield_chickens_tenthgramperhd
Real number (ℝ≥0)
| Distinct | 1360 |
|---|---|
| Distinct (%) | 69.6% |
| Missing | 4 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13368.87922 |
|---|---|
| Minimum | 5493 |
| Maximum | 30002 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.3 KiB |
Quantile statistics
| Minimum | 5493 |
|---|---|
| 5-th percentile | 7833.55 |
| Q1 | 9001 |
| median | 12650.5 |
| Q3 | 16630.75 |
| 95-th percentile | 21654.2 |
| Maximum | 30002 |
| Range | 24509 |
| Interquartile range (IQR) | 7629.75 |
Descriptive statistics
| Standard deviation | 4960.148314 |
|---|---|
| Coefficient of variation (CV) | 0.3710220005 |
| Kurtosis | 0.8568602339 |
| Mean | 13368.87922 |
| Median Absolute Deviation (MAD) | 3690.5 |
| Skewness | 0.9161210882 |
| Sum | 26122790 |
| Variance | 24603071.29 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 8000 | 149 | 7.6% | |
| 10000 | 132 | 6.7% | |
| 9000 | 44 | 2.2% | |
| 12000 | 14 | 0.7% | |
| 5500 | 12 | 0.6% | |
| 30000 | 11 | 0.6% | |
| 11500 | 11 | 0.6% | |
| 8333 | 11 | 0.6% | |
| 11000 | 10 | 0.5% | |
| 7980 | 9 | 0.5% | |
| Other values (1350) | 1551 | 79.2% |
| Value | Count | Frequency (%) | |
| 5493 | 1 | 0.1% | |
| 5497 | 1 | 0.1% | |
| 5500 | 12 | 0.6% | |
| 5556 | 1 | 0.1% | |
| 5625 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 30002 | 2 | 0.1% | |
| 30001 | 1 | 0.1% | |
| 30000 | 11 | 0.6% | |
| 29999 | 1 | 0.1% | |
| 29998 | 2 | 0.1% |
| Distinct | 1800 |
|---|---|
| Distinct (%) | 92.0% |
| Missing | 2 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 611882.0133 |
|---|---|
| Minimum | 0 |
| Maximum | 20490251 |
| Zeros | 4 |
| Zeros (%) | 0.2% |
| Memory size | 15.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 244.75 |
| Q1 | 6769 |
| median | 53111 |
| Q3 | 235751.75 |
| 95-th percentile | 2071032 |
| Maximum | 20490251 |
| Range | 20490251 |
| Interquartile range (IQR) | 228982.75 |
Descriptive statistics
| Standard deviation | 2155959.128 |
|---|---|
| Coefficient of variation (CV) | 3.523488321 |
| Kurtosis | 41.89344256 |
| Mean | 611882.0133 |
| Median Absolute Deviation (MAD) | 52180.5 |
| Skewness | 6.259686244 |
| Sum | 1196841218 |
| Variance | 4.648159761e+12 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 5 | 10 | 0.5% | |
| 4 | 10 | 0.5% | |
| 19 | 6 | 0.3% | |
| 3600 | 6 | 0.3% | |
| 20 | 6 | 0.3% | |
| 6300 | 5 | 0.3% | |
| 0 | 4 | 0.2% | |
| 22 | 4 | 0.2% | |
| 283 | 4 | 0.2% | |
| 20000 | 4 | 0.2% | |
| Other values (1790) | 1897 | 96.9% |
| Value | Count | Frequency (%) | |
| 0 | 4 | 0.2% | |
| 4 | 10 | 0.5% | |
| 5 | 10 | 0.5% | |
| 9 | 1 | 0.1% | |
| 13 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 20490251 | 1 | 0.1% | |
| 20172854 | 1 | 0.1% | |
| 19568042 | 1 | 0.1% | |
| 19140570 | 1 | 0.1% | |
| 18708465 | 1 | 0.1% |
| Distinct | 1764 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 4 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 383861.3398 |
|---|---|
| Minimum | 0 |
| Maximum | 11050548 |
| Zeros | 4 |
| Zeros (%) | 0.2% |
| Memory size | 15.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 202 |
| Q1 | 6787.25 |
| median | 43000 |
| Q3 | 175528.25 |
| 95-th percentile | 1246208.25 |
| Maximum | 11050548 |
| Range | 11050548 |
| Interquartile range (IQR) | 168741 |
Descriptive statistics
| Standard deviation | 1279072.125 |
|---|---|
| Coefficient of variation (CV) | 3.332120202 |
| Kurtosis | 38.6097756 |
| Mean | 383861.3398 |
| Median Absolute Deviation (MAD) | 41400 |
| Skewness | 6.014484843 |
| Sum | 750065058 |
| Variance | 1.636025502e+12 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 24 | 11 | 0.6% | |
| 5 | 10 | 0.5% | |
| 6 | 10 | 0.5% | |
| 550 | 7 | 0.4% | |
| 7000 | 7 | 0.4% | |
| 30000 | 5 | 0.3% | |
| 4500 | 4 | 0.2% | |
| 25 | 4 | 0.2% | |
| 199 | 4 | 0.2% | |
| 83800 | 4 | 0.2% | |
| Other values (1754) | 1888 | 96.4% |
| Value | Count | Frequency (%) | |
| 0 | 4 | 0.2% | |
| 5 | 10 | 0.5% | |
| 6 | 10 | 0.5% | |
| 13 | 3 | 0.2% | |
| 16 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 11050548 | 1 | 0.1% | |
| 10801148 | 1 | 0.1% | |
| 10660781 | 1 | 0.1% | |
| 10428371 | 1 | 0.1% | |
| 10297646 | 1 | 0.1% |
country_inscope
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 KiB |
| False | |
|---|---|
| True | 130 |
| Value | Count | Frequency (%) | |
| False | 1828 | 93.4% | |
| True | 130 | 6.6% |
| Distinct | 1498 |
|---|---|
| Distinct (%) | 85.9% |
| Missing | 214 |
| Missing (%) | 10.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176459.9174 |
|---|---|
| Minimum | 5 |
| Maximum | 9177200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.3 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 191 |
| Q1 | 3585.5 |
| median | 18000 |
| Q3 | 63275 |
| 95-th percentile | 391439.55 |
| Maximum | 9177200 |
| Range | 9177195 |
| Interquartile range (IQR) | 59689.5 |
Descriptive statistics
| Standard deviation | 820774.9609 |
|---|---|
| Coefficient of variation (CV) | 4.651339368 |
| Kurtosis | 70.77353041 |
| Mean | 176459.9174 |
| Median Absolute Deviation (MAD) | 17346.5 |
| Skewness | 8.025246915 |
| Sum | 307746096 |
| Variance | 6.736715364e+11 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 5 | 18 | 0.9% | |
| 15000 | 9 | 0.5% | |
| 200 | 9 | 0.5% | |
| 1300 | 8 | 0.4% | |
| 1000 | 7 | 0.4% | |
| 270 | 7 | 0.4% | |
| 18 | 6 | 0.3% | |
| 138000 | 6 | 0.3% | |
| 34000 | 6 | 0.3% | |
| 3600 | 6 | 0.3% | |
| Other values (1488) | 1662 | 84.9% | |
| (Missing) | 214 | 10.9% |
| Value | Count | Frequency (%) | |
| 5 | 18 | 0.9% | |
| 17 | 4 | 0.2% | |
| 18 | 6 | 0.3% | |
| 19 | 4 | 0.2% | |
| 20 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 9177200 | 1 | 0.1% | |
| 9038300 | 1 | 0.1% | |
| 8913800 | 1 | 0.1% | |
| 8776700 | 1 | 0.1% | |
| 8688700 | 1 | 0.1% |
| Distinct | 1114 |
|---|---|
| Distinct (%) | 64.5% |
| Missing | 232 |
| Missing (%) | 11.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3832.209733 |
|---|---|
| Minimum | -308347 |
| Maximum | 1393102 |
| Zeros | 151 |
| Zeros (%) | 7.7% |
| Memory size | 15.3 KiB |
Quantile statistics
| Minimum | -308347 |
|---|---|
| 5-th percentile | -2386.5 |
| Q1 | 0 |
| median | 100 |
| Q3 | 1414.25 |
| 95-th percentile | 14674.5 |
| Maximum | 1393102 |
| Range | 1701449 |
| Interquartile range (IQR) | 1414.25 |
Descriptive statistics
| Standard deviation | 41972.23025 |
|---|---|
| Coefficient of variation (CV) | 10.95248777 |
| Kurtosis | 705.8181305 |
| Mean | 3832.209733 |
| Median Absolute Deviation (MAD) | 413 |
| Skewness | 21.45703561 |
| Sum | 6614394 |
| Variance | 1761668112 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 151 | 7.7% | |
| 1 | 28 | 1.4% | |
| 500 | 23 | 1.2% | |
| 100 | 17 | 0.9% | |
| 50 | 15 | 0.8% | |
| 2 | 15 | 0.8% | |
| 10 | 12 | 0.6% | |
| -1 | 12 | 0.6% | |
| 5 | 10 | 0.5% | |
| 11 | 9 | 0.5% | |
| Other values (1104) | 1434 | 73.2% | |
| (Missing) | 232 | 11.8% |
| Value | Count | Frequency (%) | |
| -308347 | 1 | 0.1% | |
| -304763 | 1 | 0.1% | |
| -202538 | 1 | 0.1% | |
| -202000 | 1 | 0.1% | |
| -175406 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1393102 | 1 | 0.1% | |
| 322127 | 1 | 0.1% | |
| 315873 | 1 | 0.1% | |
| 219437 | 1 | 0.1% | |
| 207670 | 1 | 0.1% |
| Distinct | 398 |
|---|---|
| Distinct (%) | 94.1% |
| Missing | 1535 |
| Missing (%) | 78.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2887876.288 |
|---|---|
| Minimum | 1032 |
| Maximum | 98955653 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.3 KiB |
Quantile statistics
| Minimum | 1032 |
|---|---|
| 5-th percentile | 1318.1 |
| Q1 | 4028.5 |
| median | 17698 |
| Q3 | 250449 |
| 95-th percentile | 5129833.1 |
| Maximum | 98955653 |
| Range | 98954621 |
| Interquartile range (IQR) | 246420.5 |
Descriptive statistics
| Standard deviation | 13863304.8 |
|---|---|
| Coefficient of variation (CV) | 4.800518934 |
| Kurtosis | 35.27458702 |
| Mean | 2887876.288 |
| Median Absolute Deviation (MAD) | 16019 |
| Skewness | 5.941415946 |
| Sum | 1221571670 |
| Variance | 1.9219122e+14 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6000 | 5 | 0.3% | |
| 12677 | 4 | 0.2% | |
| 11660 | 3 | 0.2% | |
| 2113 | 2 | 0.1% | |
| 2500000 | 2 | 0.1% | |
| 1313 | 2 | 0.1% | |
| 1510 | 2 | 0.1% | |
| 15419 | 2 | 0.1% | |
| 710502 | 2 | 0.1% | |
| 436137 | 2 | 0.1% | |
| Other values (388) | 397 | 20.3% | |
| (Missing) | 1535 | 78.4% |
| Value | Count | Frequency (%) | |
| 1032 | 1 | 0.1% | |
| 1052 | 1 | 0.1% | |
| 1107 | 1 | 0.1% | |
| 1122 | 1 | 0.1% | |
| 1150 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 98955653 | 1 | 0.1% | |
| 96512309 | 1 | 0.1% | |
| 95760000 | 1 | 0.1% | |
| 94528000 | 1 | 0.1% | |
| 94445000 | 1 | 0.1% |
| Distinct | 617 |
|---|---|
| Distinct (%) | 92.4% |
| Missing | 1290 |
| Missing (%) | 65.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1201356.41 |
|---|---|
| Minimum | 478 |
| Maximum | 42588000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.3 KiB |
Quantile statistics
| Minimum | 478 |
|---|---|
| 5-th percentile | 860.7 |
| Q1 | 1857 |
| median | 8159 |
| Q3 | 94078.75 |
| 95-th percentile | 2971781.95 |
| Maximum | 42588000 |
| Range | 42587522 |
| Interquartile range (IQR) | 92221.75 |
Descriptive statistics
| Standard deviation | 5244542.578 |
|---|---|
| Coefficient of variation (CV) | 4.365517621 |
| Kurtosis | 28.435659 |
| Mean | 1201356.41 |
| Median Absolute Deviation (MAD) | 7227 |
| Skewness | 5.311953918 |
| Sum | 802506082 |
| Variance | 2.750522685e+13 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1600 | 7 | 0.4% | |
| 1077 | 6 | 0.3% | |
| 9039 | 6 | 0.3% | |
| 3333 | 4 | 0.2% | |
| 3500 | 3 | 0.2% | |
| 5060 | 3 | 0.2% | |
| 1911765 | 3 | 0.2% | |
| 4000 | 3 | 0.2% | |
| 932 | 2 | 0.1% | |
| 1310 | 2 | 0.1% | |
| Other values (607) | 629 | 32.1% | |
| (Missing) | 1290 | 65.9% |
| Value | Count | Frequency (%) | |
| 478 | 1 | 0.1% | |
| 526 | 1 | 0.1% | |
| 535 | 1 | 0.1% | |
| 541 | 1 | 0.1% | |
| 772 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 42588000 | 1 | 0.1% | |
| 37780000 | 1 | 0.1% | |
| 35869333 | 1 | 0.1% | |
| 34512000 | 1 | 0.1% | |
| 33565333 | 1 | 0.1% |
| Distinct | 397 |
|---|---|
| Distinct (%) | 93.9% |
| Missing | 1535 |
| Missing (%) | 78.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2809386.832 |
|---|---|
| Minimum | 1032 |
| Maximum | 98955653 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.3 KiB |
Quantile statistics
| Minimum | 1032 |
|---|---|
| 5-th percentile | 1318.1 |
| Q1 | 2838 |
| median | 17042 |
| Q3 | 249500 |
| 95-th percentile | 4987058.4 |
| Maximum | 98955653 |
| Range | 98954621 |
| Interquartile range (IQR) | 246662 |
Descriptive statistics
| Standard deviation | 13832228.72 |
|---|---|
| Coefficient of variation (CV) | 4.923575693 |
| Kurtosis | 35.75221365 |
| Mean | 2809386.832 |
| Median Absolute Deviation (MAD) | 15363 |
| Skewness | 5.993882377 |
| Sum | 1188370630 |
| Variance | 1.913305513e+14 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6000 | 5 | 0.3% | |
| 12677 | 4 | 0.2% | |
| 11660 | 3 | 0.2% | |
| 250000 | 2 | 0.1% | |
| 2500000 | 2 | 0.1% | |
| 1313 | 2 | 0.1% | |
| 20000 | 2 | 0.1% | |
| 9338 | 2 | 0.1% | |
| 2518 | 2 | 0.1% | |
| 1510 | 2 | 0.1% | |
| Other values (387) | 397 | 20.3% | |
| (Missing) | 1535 | 78.4% |
| Value | Count | Frequency (%) | |
| 1032 | 1 | 0.1% | |
| 1052 | 1 | 0.1% | |
| 1107 | 1 | 0.1% | |
| 1122 | 1 | 0.1% | |
| 1150 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 98955653 | 1 | 0.1% | |
| 96512309 | 1 | 0.1% | |
| 95760000 | 1 | 0.1% | |
| 94528000 | 1 | 0.1% | |
| 94445000 | 1 | 0.1% |
| Distinct | 612 |
|---|---|
| Distinct (%) | 91.6% |
| Missing | 1290 |
| Missing (%) | 65.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1096886.933 |
|---|---|
| Minimum | 478 |
| Maximum | 42588000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.3 KiB |
Quantile statistics
| Minimum | 478 |
|---|---|
| 5-th percentile | 862.7 |
| Q1 | 1722.25 |
| median | 7523.5 |
| Q3 | 87906.25 |
| 95-th percentile | 2800130.05 |
| Maximum | 42588000 |
| Range | 42587522 |
| Interquartile range (IQR) | 86184 |
Descriptive statistics
| Standard deviation | 5141798.49 |
|---|---|
| Coefficient of variation (CV) | 4.687628539 |
| Kurtosis | 31.25289844 |
| Mean | 1096886.933 |
| Median Absolute Deviation (MAD) | 6587.5 |
| Skewness | 5.603310482 |
| Sum | 732720471 |
| Variance | 2.643809171e+13 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1600 | 7 | 0.4% | |
| 1077 | 6 | 0.3% | |
| 9039 | 6 | 0.3% | |
| 3333 | 4 | 0.2% | |
| 4000 | 3 | 0.2% | |
| 926 | 3 | 0.2% | |
| 913 | 3 | 0.2% | |
| 3500 | 3 | 0.2% | |
| 1911765 | 3 | 0.2% | |
| 5060 | 3 | 0.2% | |
| Other values (602) | 627 | 32.0% | |
| (Missing) | 1290 | 65.9% |
| Value | Count | Frequency (%) | |
| 478 | 1 | 0.1% | |
| 526 | 1 | 0.1% | |
| 535 | 1 | 0.1% | |
| 541 | 1 | 0.1% | |
| 556 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 42588000 | 1 | 0.1% | |
| 37780000 | 1 | 0.1% | |
| 35869333 | 1 | 0.1% | |
| 34512000 | 1 | 0.1% | |
| 33565333 | 1 | 0.1% |
| Distinct | 387 |
|---|---|
| Distinct (%) | 92.6% |
| Missing | 1540 |
| Missing (%) | 78.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2834.574163 |
|---|---|
| Minimum | 950 |
| Maximum | 7794 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.3 KiB |
Quantile statistics
| Minimum | 950 |
|---|---|
| 5-th percentile | 1316.65 |
| Q1 | 1857.5 |
| median | 2472 |
| Q3 | 3502.25 |
| 95-th percentile | 5367.95 |
| Maximum | 7794 |
| Range | 6844 |
| Interquartile range (IQR) | 1644.75 |
Descriptive statistics
| Standard deviation | 1280.544839 |
|---|---|
| Coefficient of variation (CV) | 0.4517591587 |
| Kurtosis | 0.5154892801 |
| Mean | 2834.574163 |
| Median Absolute Deviation (MAD) | 767 |
| Skewness | 0.9681768281 |
| Sum | 1184852 |
| Variance | 1639795.084 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 4695 | 4 | 0.2% | |
| 2068 | 3 | 0.2% | |
| 4319 | 3 | 0.2% | |
| 2860 | 3 | 0.2% | |
| 1847 | 3 | 0.2% | |
| 3466 | 2 | 0.1% | |
| 4259 | 2 | 0.1% | |
| 2011 | 2 | 0.1% | |
| 4621 | 2 | 0.1% | |
| 1342 | 2 | 0.1% | |
| Other values (377) | 392 | 20.0% | |
| (Missing) | 1540 | 78.7% |
| Value | Count | Frequency (%) | |
| 950 | 1 | 0.1% | |
| 968 | 1 | 0.1% | |
| 1028 | 1 | 0.1% | |
| 1039 | 1 | 0.1% | |
| 1075 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 7794 | 1 | 0.1% | |
| 7204 | 1 | 0.1% | |
| 7169 | 1 | 0.1% | |
| 6424 | 1 | 0.1% | |
| 6322 | 1 | 0.1% |
| Distinct | 585 |
|---|---|
| Distinct (%) | 88.5% |
| Missing | 1297 |
| Missing (%) | 66.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1923.576399 |
|---|---|
| Minimum | 445 |
| Maximum | 7859 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.3 KiB |
Quantile statistics
| Minimum | 445 |
|---|---|
| 5-th percentile | 888 |
| Q1 | 1166 |
| median | 1517 |
| Q3 | 2330 |
| 95-th percentile | 4387 |
| Maximum | 7859 |
| Range | 7414 |
| Interquartile range (IQR) | 1164 |
Descriptive statistics
| Standard deviation | 1172.68468 |
|---|---|
| Coefficient of variation (CV) | 0.609637694 |
| Kurtosis | 4.201603597 |
| Mean | 1923.576399 |
| Median Absolute Deviation (MAD) | 469 |
| Skewness | 1.910726961 |
| Sum | 1271484 |
| Variance | 1375189.36 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3348 | 6 | 0.3% | |
| 1187 | 4 | 0.2% | |
| 964 | 3 | 0.2% | |
| 1194 | 3 | 0.2% | |
| 1874 | 3 | 0.2% | |
| 1568 | 3 | 0.2% | |
| 1313 | 3 | 0.2% | |
| 4000 | 3 | 0.2% | |
| 1205 | 3 | 0.2% | |
| 930 | 3 | 0.2% | |
| Other values (575) | 627 | 32.0% | |
| (Missing) | 1297 | 66.2% |
| Value | Count | Frequency (%) | |
| 445 | 1 | 0.1% | |
| 547 | 1 | 0.1% | |
| 549 | 1 | 0.1% | |
| 550 | 1 | 0.1% | |
| 619 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 7859 | 1 | 0.1% | |
| 7353 | 1 | 0.1% | |
| 6987 | 1 | 0.1% | |
| 6929 | 1 | 0.1% | |
| 6783 | 1 | 0.1% |
| Distinct | 124 |
|---|---|
| Distinct (%) | 9.8% |
| Missing | 689 |
| Missing (%) | 35.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.7604413 |
|---|---|
| Minimum | 17 |
| Maximum | 372 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.3 KiB |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 73 |
| Q1 | 93 |
| median | 100 |
| Q3 | 107 |
| 95-th percentile | 130 |
| Maximum | 372 |
| Range | 355 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 20.76508182 |
|---|---|
| Coefficient of variation (CV) | 0.2060836729 |
| Kurtosis | 28.25481394 |
| Mean | 100.7604413 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 2.689931221 |
| Sum | 127865 |
| Variance | 431.1886231 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 100 | 78 | 4.0% | |
| 99 | 59 | 3.0% | |
| 98 | 57 | 2.9% | |
| 101 | 56 | 2.9% | |
| 96 | 49 | 2.5% | |
| 102 | 46 | 2.3% | |
| 94 | 45 | 2.3% | |
| 97 | 44 | 2.2% | |
| 104 | 43 | 2.2% | |
| 95 | 41 | 2.1% | |
| Other values (114) | 751 | 38.4% | |
| (Missing) | 689 | 35.2% |
| Value | Count | Frequency (%) | |
| 17 | 1 | 0.1% | |
| 29 | 1 | 0.1% | |
| 32 | 1 | 0.1% | |
| 35 | 2 | 0.1% | |
| 36 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 372 | 1 | 0.1% | |
| 231 | 1 | 0.1% | |
| 227 | 1 | 0.1% | |
| 206 | 2 | 0.1% | |
| 195 | 1 | 0.1% |
| Distinct | 128 |
|---|---|
| Distinct (%) | 9.8% |
| Missing | 656 |
| Missing (%) | 33.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.5537634 |
|---|---|
| Minimum | 31 |
| Maximum | 440 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.3 KiB |
Quantile statistics
| Minimum | 31 |
|---|---|
| 5-th percentile | 73 |
| Q1 | 94 |
| median | 100 |
| Q3 | 106 |
| 95-th percentile | 127 |
| Maximum | 440 |
| Range | 409 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 21.19035893 |
|---|---|
| Coefficient of variation (CV) | 0.210736607 |
| Kurtosis | 64.08453351 |
| Mean | 100.5537634 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 4.774080083 |
| Sum | 130921 |
| Variance | 449.0313117 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 100 | 87 | 4.4% | |
| 98 | 71 | 3.6% | |
| 101 | 65 | 3.3% | |
| 99 | 58 | 3.0% | |
| 96 | 56 | 2.9% | |
| 97 | 52 | 2.7% | |
| 105 | 48 | 2.5% | |
| 104 | 45 | 2.3% | |
| 95 | 41 | 2.1% | |
| 94 | 41 | 2.1% | |
| Other values (118) | 738 | 37.7% | |
| (Missing) | 656 | 33.5% |
| Value | Count | Frequency (%) | |
| 31 | 1 | 0.1% | |
| 32 | 2 | 0.1% | |
| 34 | 1 | 0.1% | |
| 35 | 1 | 0.1% | |
| 38 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 440 | 1 | 0.1% | |
| 318 | 1 | 0.1% | |
| 268 | 1 | 0.1% | |
| 235 | 1 | 0.1% | |
| 196 | 1 | 0.1% |
_merge_prodprice
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| both | |
|---|---|
| left_only |
| Value | Count | Frequency (%) | |
| both | 1410 | 72.0% | |
| left_only | 548 | 28.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 9 |
|---|---|
| Median length | 4 |
| Mean length | 5.39938713 |
| Min length | 4 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| country | year | stocks_chickens_thsdhd | yield_chickens_tenthgramperhd | production_chickens_tonnes | slaughtered_chickens_thsdhd | country_inscope | stocks_chickens_thsdhd_lag | stockschange_chickens_thsdhd | producerprice_chickens_carcass_lcupertonne | producerprice_chickens_live_lcupertonne | producerprice_chickens_carcass_slcpertonne | producerprice_chickens_live_slcpertonne | producerprice_chickens_carcass_usdpertonne | producerprice_chickens_live_usdpertonne | producerprice_chickens_carcass_index | producerprice_chickens_live_index | _merge_prodprice | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | 2011 | 13378.0 | 8000.0 | 25600.0 | 32000.0 | False | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 111.0 | 111.0 | both |
| 1 | Afghanistan | 2012 | 13212.0 | 8000.0 | 24800.0 | 31000.0 | False | 13378.0 | -166.0 | NaN | NaN | NaN | NaN | NaN | NaN | 113.0 | 113.0 | both |
| 2 | Afghanistan | 2013 | 12053.0 | 8000.0 | 26400.0 | 33000.0 | False | 13212.0 | -1159.0 | NaN | NaN | NaN | NaN | NaN | NaN | 109.0 | 109.0 | both |
| 3 | Afghanistan | 2014 | 11098.0 | 8000.0 | 24809.0 | 31012.0 | False | 12053.0 | -955.0 | NaN | NaN | NaN | NaN | NaN | NaN | 105.0 | 105.0 | both |
| 4 | Afghanistan | 2015 | 11863.0 | 8000.0 | 24559.0 | 30698.0 | False | 11098.0 | 765.0 | NaN | NaN | NaN | NaN | NaN | NaN | 101.0 | 101.0 | both |
| 5 | Afghanistan | 2016 | 11899.0 | 8000.0 | 24298.0 | 30372.0 | False | 11863.0 | 36.0 | NaN | NaN | NaN | NaN | NaN | NaN | 93.0 | 93.0 | both |
| 6 | Afghanistan | 2017 | 13573.0 | 8000.0 | 27694.0 | 34618.0 | False | 11899.0 | 1674.0 | NaN | NaN | NaN | NaN | NaN | NaN | 90.0 | 90.0 | both |
| 7 | Afghanistan | 2018 | 14388.0 | 8000.0 | 29336.0 | 36670.0 | False | 13573.0 | 815.0 | NaN | NaN | NaN | NaN | NaN | NaN | 85.0 | 85.0 | both |
| 8 | Afghanistan | 2019 | 13760.0 | 8000.0 | 28033.0 | 35041.0 | False | 14388.0 | -628.0 | NaN | NaN | NaN | NaN | NaN | NaN | 88.0 | 88.0 | both |
| 9 | Afghanistan | 2020 | 13724.0 | 8000.0 | 27938.0 | 34923.0 | False | 13760.0 | -36.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | left_only |
Last rows
| country | year | stocks_chickens_thsdhd | yield_chickens_tenthgramperhd | production_chickens_tonnes | slaughtered_chickens_thsdhd | country_inscope | stocks_chickens_thsdhd_lag | stockschange_chickens_thsdhd | producerprice_chickens_carcass_lcupertonne | producerprice_chickens_live_lcupertonne | producerprice_chickens_carcass_slcpertonne | producerprice_chickens_live_slcpertonne | producerprice_chickens_carcass_usdpertonne | producerprice_chickens_live_usdpertonne | producerprice_chickens_carcass_index | producerprice_chickens_live_index | _merge_prodprice | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1948 | Zimbabwe | 2011 | 22311.0 | 11500.0 | 63250.0 | 55000.0 | False | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | left_only |
| 1949 | Zimbabwe | 2012 | 21050.0 | 11500.0 | 63825.0 | 55500.0 | False | 22311.0 | -1261.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | left_only |
| 1950 | Zimbabwe | 2013 | 19749.0 | 11500.0 | 63825.0 | 55500.0 | False | 21050.0 | -1301.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | left_only |
| 1951 | Zimbabwe | 2014 | 13311.0 | 11500.0 | 57500.0 | 50000.0 | False | 19749.0 | -6438.0 | NaN | 4333.0 | NaN | 4333.0 | NaN | 4333.0 | NaN | 105.0 | both |
| 1952 | Zimbabwe | 2015 | 9510.0 | 11500.0 | 60950.0 | 53000.0 | False | 13311.0 | -3801.0 | NaN | 4000.0 | NaN | 4000.0 | NaN | 4000.0 | NaN | 97.0 | both |
| 1953 | Zimbabwe | 2016 | 8000.0 | 11500.0 | 66700.0 | 58000.0 | False | 9510.0 | -1510.0 | NaN | 4000.0 | NaN | 4000.0 | NaN | 4000.0 | NaN | 97.0 | both |
| 1954 | Zimbabwe | 2017 | 7965.0 | 11500.0 | 69000.0 | 60000.0 | False | 8000.0 | -35.0 | NaN | 4000.0 | NaN | 4000.0 | NaN | 4000.0 | NaN | 97.0 | both |
| 1955 | Zimbabwe | 2018 | 7690.0 | 11500.0 | 65550.0 | 57000.0 | False | 7965.0 | -275.0 | NaN | 4667.0 | NaN | 4667.0 | NaN | 4667.0 | NaN | 114.0 | both |
| 1956 | Zimbabwe | 2019 | 7083.0 | 11500.0 | 67083.0 | 58333.0 | False | 7690.0 | -607.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 82.0 | both |
| 1957 | Zimbabwe | 2020 | 7579.0 | 11500.0 | 67211.0 | 58444.0 | False | 7083.0 | 496.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | left_only |